Publications

Abdulbaki Alshirbaji, Tamer

2020 | 2019 | 2018 | 2017

2020
Tamer Abdulbaki Alshirbaji, Nour A. Jalal, Knut Möller	A convolutional neural network with a two-stage LSTM model for tool presence detection in laparoscopic videos	Current Directions in Biomedical Engineering, 06.2020(1 Artikel 0200002), 2020	BibTeX \| RIS DOI
Tamer Abdulbaki Alshirbaji, Nour A. Jalal, Knut Möller	Data Recording Framework for Physiological and Surgical Data in Operating Theatres	Current Directions in Biomedical Engineering, 06.2020(3), pp. 364-367, 2020	BibTeX \| RIS DOI
Tamer Abdulbaki Alshirbaji, Nour A. Jalal, Knut Möller	Der vernetzte Operationssaal	2020	BibTeX \| RIS
Nour A. Jalal, Tamer Abdulbaki Alshirbaji, Paul D. Docherty, T. Neumuth, Knut Möller	Surgical Tool Detection in Laparoscopic Videos by Modeling Temporal Dependencies Between Adjacent Frames	8th European Medical and Biological Engineering Conference Proceedings of the EMBEC 2020, November 29 – December 3, 2020 Portorož, Slovenia, pp. 1045-1052, 2020	BibTeX \| RIS DOI
Tamer Abdulbaki Alshirbaji, N. Ding, Nour A. Jalal, Knut Möller	The effect of background pattern on training a deep convolutional neural network for surgical tool detection	Contributions to the 14th Symposium on Automation in Medical Engineering (AUTOMED 2020), March 02/03 2020, Lübeck, Germany, 2020	BibTeX \| RIS DOI
N. Ding, Nour A. Jalal, Tamer Abdulbaki Alshirbaji, Knut Möller	The evaluation of synthetic datasets on training AlexNet for surgical tool detection	Current Directions in Biomedical Engineering, 06.2020(3), pp. 319-321, 2020	BibTeX \| RIS DOI
2019
Tamer Abdulbaki Alshirbaji, Nour A. Jalal, Lars Mündermann, Knut Möller	Data Recording System for Anesthesiology, Patient Monitor and Surgical Devices in Operating Rooms	64. Jahrestagung der Deutschen Gesellschaft für Medizinische Informatik, Biometrie und Epidemiologie e. V. (GMDS), 08.-11.09.2019, Dortmund, Germany, 2019	BibTeX \| RIS DOI URN
Nour A. Jalal, Tamer Abdulbaki Alshirbaji, Knut Möller	Predicting Surgical Phases using CNN-NARX Neural Network	Current Directions in Biomedical Engineering, 05.2019(1), pp. 405-407, 2019	BibTeX \| RIS DOI
Tamer Abdulbaki Alshirbaji, Nour A. Jalal, Knut Möller	Prediction of Surgery Duration from Laparoscopic Videos using Recurrent neural network	Biomedical Engineering / Biomedizinische Technik, 64.2019(s2), p. s140, 2019	BibTeX \| RIS DOI
2018
Nour A. Jalal, Tamer Abdulbaki Alshirbaji, Knut Möller	Evaluating Convolutional Neural Network and Hidden Markov Model for Recognising Surgical Phases in Sigmoid Resection	Current Directions in Biomedical Engineering, 4.2018(1), pp. 415-418, 2018	BibTeX \| RIS DOI
Tamer Abdulbaki Alshirbaji, Nour A. Jalal, Knut Möller	Laparoscopic Instrument Classification using a Loss- Sensitive Neural Network	Automed 2018: Automatisierungstechnische Verfahren für die Medizin, 15. und 16. März 2018 in Villingen-Schwenningen, Tagungsband, pp. 58-60, 2018	BibTeX \| RIS
Nour A. Jalal, Tamer Abdulbaki Alshirbaji, Knut Möller	Phase recognition in laparoscopic videos: comparing Hierarchical HMM with simple HMM	World Congress on Medical Physics & Biomedical Engineering IUPESM, 3-8 June 2018, Prag, Czech Republic, 2018	BibTeX \| RIS
Tamer Abdulbaki Alshirbaji, Nour A. Jalal, Knut Möller	Surgical Tool Classification in Laparoscopic Videos Using Convolutional Neural Network	Current Directions in Biomedical Engineering, 4.2018(1), pp. 407-410, 2018	BibTeX \| RIS DOI
Nour A. Jalal, Tamer Abdulbaki Alshirbaji, Knut Möller	The effect of Hierarchical Hidden Markov Model on Phase Recognition in Laparoscopic Videos	Automed 2018: Automatisierungstechnische Verfahren für die Medizin, 15. und 16. März 2018 in Villingen-Schwenningen, Tagungsband, pp. 61-63, 2018	BibTeX \| RIS
Tamer Abdulbaki Alshirbaji, Nour A. Jalal, Knut Möller	Video-based surgical tool classification in endoscopic cholecystectomies	World Congress on Medical Physics & Biomedical Engineering IUPESM, 3-8 June 2018, Prag, Czech Republic, 2018	BibTeX \| RIS
2017
Tamer Abdulbaki Alshirbaji, Nour A. Jalal, Lars Mündermann, Knut Möller	Classifying smoke in laparoscopic videos using SVM	Current Directions in Biomedical Engineering, 3.2017(2), pp. 191-194, 2017	BibTeX \| RIS DOI
Nour A. Jalal, Tamer Abdulbaki Alshirbaji, Lars Mündermann, Knut Möller	Features for detecting smoke in laparoscopic videos	Current Directions in Biomedical Engineering, 3.2017(2), pp. 521-524, 2017	BibTeX \| RIS DOI